Lëkkaloo entite ak dindi
Entite biy lëkkale kàrt yiy wax ci tur yi ci biir mbind ak duggal yu amul fenn ci base xam-xam, di xool, ci misaal, ndax 'Paris' dafay tekki dëkk bi wala nit ki.
Résumé
Dafa am solo ndax dafay soppi kàddu yu jaxasoo yi ci mbir yu masin mëna saafara, loolu mooy dooleel seetlu, tontu laaj, ak graf xam-xam.
Plongeur bu xóot
Benn formu surface mën na wax ci mbir yu bari ci àdduna: 'Apple' mën nekk meññeef wala liggéeyukaay xarala yu bees, 'Jordan' mën nekk réew, joueur basket, wala tur wi njëkk. Lëkkaloo entite dafay saafara jafe-jafe yii ci ay etape. Bi njëkk mooy gis gis kàndidaa yi ci biir mbind mi. Ñaareel ba mooy, ñiy tànn kàndidaa yi dañuy wut limu xam-xam yiñ mëna am (dañuy faral di joge ci Wikipedia wala Wikidata) li ñuy wax ci mbir mi. Ñatteel ba mooy dimbiguation dafay rang kàndidaa yi ci jëfandikoo contexte, tànn bi gëna méngoo ak lëkkale ko ak ràññeekaay bi amul fenn. Sistem yu bees yi deñuy kode frase bi ñuy wax ak tegtalu kàndidaa bu nekk ci ay vecteur ba noppi ñuy joxe poñ ci seeni nuru, lu ci bari di yokk lëkkaloo bu aduna bi suko defee entite yiñ tann ñu bokk am luñuy tekki ni benn ensemble, lu mel ni saafara ay tur sport yu bari ci benn article ci anam wu méngoo.
Gis-gis xarala
Lëkkalekaay yu bees yi dañuy jëfandikoo bi-encoder ngir gaaw ci seet kàndidaa yi ak cross-encoder ngir rerange ci anam wu jaar yoon. Bi-encoder bi dafay dugal wax-ci-context bi ak bépp tegtal bu nekk ci boppam, loolu mooy tax ñu mëna seetee ci dëkkandoo yi gëna jege ci ay milioŋ ciy entite. Cross-encoder bi dafay boole lire wax ji ak kàndidaa bi gëna mag ngir am poñ yu baax ci deggoo. NIL class dafay jëfandikoo ay mentions yu amul benn duggal bu méngoo. Inference collective dafay gëna baaxal lépp luñu wax ci benn këyit ngir boole lépp.
njeextalu pexe
Gaawaay ak yaatuwaay
Liggéeyukaay yi ci làkk yi mën nañu gëna gaaw te duñu yàq deggoo gi.
Dugg ak yegg
Dafay yaatal jëfandikoo gi ci làkk yi ak ci anam yi ñuy jokkoo.
dogal yu gëna leer
Ekip yi mën nañu gëna yàgg ci àtte ci jamono ji otomatisation di liggéey ci baamtu.
Ëlëgu lëkkaloo ak dindi entite
Lëkkaloo entite mingi jubal ci jegewaale yu mat sëkk, fu benn model di génne ci saasi ràññeekaay bi wala titre entite bi, ak ci lëkkalekaayu zero-shot biy jëfandikoo entite yi ñu gisul ci diiru tàggat bi, di jëfandikoo seen tegtal yuñ bind kese. Integration bu dëgër ak modeli làkk yu mag ak jikkoom-yokkum dina may chatbots tontu ci IDs xam-xam canonical, wàññi hallucination. Xaarandil lëkkaloo làkk yu bari ak anam yu bari, di saafara tur yi ci làkk yi ba ci nataal yi, ñu nekk luñ miin.
Doxal ci àdduna dëgg
Benn motëru seetlu buy saafara 'Michael Jordan janngalekat bu juntuwaay yu bees yi' ak joueur basket bi ngir joxe ay resilta yu war.
Tabax ab graf xam-xam ci xëti xibaar ci lëkkale liggéeyukaay bu nekk ak nit kuñu wax ci ID Wikidata.
Jappalekatu baat buy xaajale 'joxe Mercury' diggante orkestar bi, planet bi ak woykat bi di Freddie Mercury.
Biomédical text mining lëkkale gene ak drog ak ràññeekaay base de done yuñ yamale ngir gëstu.
Risk yi ak balustrade yi
Lépp lu jaarul yoon mën na dugg ci rapoor yi, jàppale ci liggéey bi, wala ci njariñu gëstu bi.
Sensibilite bu gaaw mën na jur njariñ yu wuute ci laajte yu noonu mel.
Done yu am solo mën nañu feeñ sudee seytu jëfandikoo gi néew doole.
Roadmap ngir samp gi
Mandargal formaa génne gi, melokaan bi, ak standard kalite yi laata ngay dugal ko.
Tontu yu am solo ak balluwaay yu wóor saa yu dëggu bi di am solo.
Fexeel am barabu xool nit ñi ngir am njariñ yu am solo.
Toppal anami gacce yi ak di faral di tàggataat ay laaj wala def-liggéey.
Weyal di banneexu
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Gis bi ci topp
Tuddu Entite Rec.
Laaj yi ñuy faral di laaj
Luy lëkkale entite ak dindi ay mbir?
Entite biy lëkkale kàrt yiy wax ci tur yi ci biir mbind ak duggal yu amul fenn ci base xam-xam, di xool, ci misaal, ndax 'Paris' dafay tekki dëkk bi wala nit ki. Dafa am solo ndax dafay soppi kàddu yu jaxasoo yi ci mbir yu masin mëna saafara, loolu mooy dooleel seetlu, tontu laaj, ak graf xam-xam.
Lan mooy lëkkalekaayu entite biy lëkkale ab mbind?
Entite biy lëkkale kàrt yi dañuy wax ci benn duggal bu amul fenn, bu am xam-xam bu amul fenn, lu ci melni Wikidata wala ràññeekaay Wikipedia.
Ci wax ji 'sosiete Apple genne na telefon', lan mooy liggéeyu dindi mbir yi?
Context ('liggéeyukaay', 'telefon') dafay màndargaal liggéeyukaay xarala yu bees yi te du meññeef mi.
Luy njariñu etape defar kàndidaa yi?
Xeetu kàndidaa yi dañuy tënk ay milioŋ ciy entite ñu nekk ci limu ndaw yiñ mëna wax.
Ban cër la bi-encoder di def ci lëkkaloo entite yu bees yi?
Bi-encoder dafay dugal wax ji ak entite bu nekk ci boppam suko defee seetug dëkkandoo bi gëna jege mën ci gaaw gis kàndidaa yi.
Luy klaas NIL ci lëkkaloo entite?
NIL marks dafay wax lu méngoowul ak benn duggal ci base de connaissance.